The University of Southampton
University of Southampton Institutional Repository

Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude

Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude
Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude

Background: Seasonal variations in environmental exposures at birth or during gestation are associated with numerous adult traits and health outcomes later in life. Whether DNA methylation (DNAm) plays a role in the molecular mechanisms underlying the associations between birth season and lifelong phenotypes remains unclear. Methods: We carried out epigenome-wide meta-analyses within the Pregnancy And Childhood Epigenetic Consortium to identify associations of DNAm with birth season, both at differentially methylated probes (DMPs) and regions (DMRs). Associations were examined at two time points: at birth (21 cohorts, N = 9358) and in children aged 1–11 years (12 cohorts, N = 3610). We conducted meta-analyses to assess the impact of latitude on birth season-specific associations at both time points. Results: We identified associations between birth season and DNAm (False Discovery Rate-adjusted p values < 0.05) at two CpGs at birth (winter-born) and four in the childhood (summer-born) analyses when compared to children born in autumn. Furthermore, we identified twenty-six differentially methylated regions (DMR) at birth (winter-born: 8, spring-born: 15, summer-born: 3) and thirty-two in childhood (winter-born: 12, spring and summer: 10 each) meta-analyses with few overlapping DMRs between the birth seasons or the two time points. The DMRs were associated with genes of known functions in tumorigenesis, psychiatric/neurological disorders, inflammation, or immunity, amongst others. Latitude-stratified meta-analyses [higher (≥ 50°N), lower (< 50°N, northern hemisphere only)] revealed differences in associations between birth season and DNAm by birth latitude. DMR analysis implicated genes with previously reported links to schizophrenia (LAX1), skin disorders (PSORS1C, LTB4R), and airway inflammation including asthma (LTB4R), present only at birth in the higher latitudes (≥ 50°N). Conclusions: In this large epigenome-wide meta-analysis study, we provide evidence for (i) associations between DNAm and season of birth that are unique for the seasons of the year (temporal effect) and (ii) latitude-dependent variations in the seasonal associations (spatial effect). DNAm could play a role in the molecular mechanisms underlying the effect of birth season on adult health outcomes.

Asthma, Carcinogenesis, Child, Child, Preschool, DNA Methylation, Humans, Infant, Infant, Newborn, Inflammation, Seasons, Birth season, Differentially methylated regions (DMR), Latitude, Meta-analysis, PACE, DNA methylation
1868-7075
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Holloway, John W.
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Kadalayil, Latha, Alam, Md. Zahangir, White, Cory Haley, Ghantous, Akram, Walton, Esther, Gruzieva, Olena, Merid, Simon Kebede, Kumar, Ashish, Roy, Ritu P., Solomon, Olivia, Huen, Karen, Eskenazi, Brenda, Rzehak, Peter, Grote, Veit, Langhendries, Jean-paul, Verduci, Elvira, Ferre, Natalia, Gruszfeld, Darek, Gao, Lu, Guan, Weihua, Zeng, Xuehuo, Schisterman, Enrique F., Dou, John F., Bakulski, Kelly M., Feinberg, Jason I., Soomro, Munawar Hussain, Pesce, Giancarlo, Baiz, Nour, Isaevska, Elena, Plusquin, Michelle, Vafeiadi, Marina, Roumeliotaki, Theano, Langie, Sabine A.S., Standaert, Arnout, Allard, Catherine, Perron, Patrice, Bouchard, Luigi, Van Meel, Evelien R., Felix, Janine F., Jaddoe, Vincent W.V., Yousefi, Paul D., Ramlau-hansen, Cecilia H., Relton, Caroline L., Tobi, Elmar W., Starling, Anne P., Yang, Ivana V., Llambrich, Maria, Santorelli, Gillian, Lepeule, Johanna, Salas, Lucas A., Bustamante, Mariona, Ewart, Susan L., Zhang, Hongmei, Karmaus, Wilfried, Röder, Stefan, Zenclussen, Ana Claudia, Jin, Jianping, Nystad, Wenche, Page, Christian M., Magnus, Maria, Jima, Dereje D., Hoyo, Cathrine, Maguire, Rachel L., Kvist, Tuomas, Czamara, Darina, Räikkönen, Katri, Gong, Tong, Ullemar, Vilhelmina, Rifas-shiman, Sheryl L., Oken, Emily, Almqvist, Catarina, Karlsson, Robert, Lahti, Jari, Murphy, Susan K., Håberg, Siri E., London, Stephanie, Herberth, Gunda, Arshad, Hasan, Sunyer, Jordi, Grazuleviciene, Regina, Dabelea, Dana, Steegers-Theunissen, Régine P.M., Nohr, Ellen A., Sørensen, Thorkild I.A., Duijts, Liesbeth, Hivert, Marie-france, Nelen, Vera, Popovic, Maja, Kogevinas, Manolis, Nawrot, Tim S., Herceg, Zdenko, Annesi-maesano, Isabella, Fallin, M. Daniele, Yeung, Edwina, Breton, Carrie V., Koletzko, Berthold, Holland, Nina, Wiemels, Joseph L., Melén, Erik, Sharp, Gemma C., Silver, Matt J., Rezwan, Faisal I. and Holloway, John W. (2023) Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude. Clinical Epigenetics, 15 (1), [148]. (doi:10.1186/s13148-023-01542-5).

Record type: Article

Abstract

Background: Seasonal variations in environmental exposures at birth or during gestation are associated with numerous adult traits and health outcomes later in life. Whether DNA methylation (DNAm) plays a role in the molecular mechanisms underlying the associations between birth season and lifelong phenotypes remains unclear. Methods: We carried out epigenome-wide meta-analyses within the Pregnancy And Childhood Epigenetic Consortium to identify associations of DNAm with birth season, both at differentially methylated probes (DMPs) and regions (DMRs). Associations were examined at two time points: at birth (21 cohorts, N = 9358) and in children aged 1–11 years (12 cohorts, N = 3610). We conducted meta-analyses to assess the impact of latitude on birth season-specific associations at both time points. Results: We identified associations between birth season and DNAm (False Discovery Rate-adjusted p values < 0.05) at two CpGs at birth (winter-born) and four in the childhood (summer-born) analyses when compared to children born in autumn. Furthermore, we identified twenty-six differentially methylated regions (DMR) at birth (winter-born: 8, spring-born: 15, summer-born: 3) and thirty-two in childhood (winter-born: 12, spring and summer: 10 each) meta-analyses with few overlapping DMRs between the birth seasons or the two time points. The DMRs were associated with genes of known functions in tumorigenesis, psychiatric/neurological disorders, inflammation, or immunity, amongst others. Latitude-stratified meta-analyses [higher (≥ 50°N), lower (< 50°N, northern hemisphere only)] revealed differences in associations between birth season and DNAm by birth latitude. DMR analysis implicated genes with previously reported links to schizophrenia (LAX1), skin disorders (PSORS1C, LTB4R), and airway inflammation including asthma (LTB4R), present only at birth in the higher latitudes (≥ 50°N). Conclusions: In this large epigenome-wide meta-analysis study, we provide evidence for (i) associations between DNAm and season of birth that are unique for the seasons of the year (temporal effect) and (ii) latitude-dependent variations in the seasonal associations (spatial effect). DNAm could play a role in the molecular mechanisms underlying the effect of birth season on adult health outcomes.

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Accepted/In Press date: 27 July 2023
Published date: 11 September 2023
Additional Information: Publisher Copyright: © 2023, BioMed Central Ltd., part of Springer Nature.
Keywords: Asthma, Carcinogenesis, Child, Child, Preschool, DNA Methylation, Humans, Infant, Infant, Newborn, Inflammation, Seasons, Birth season, Differentially methylated regions (DMR), Latitude, Meta-analysis, PACE, DNA methylation

Identifiers

Local EPrints ID: 482121
URI: http://eprints.soton.ac.uk/id/eprint/482121
ISSN: 1868-7075
PURE UUID: 52592629-aaca-47dc-985a-634e3d651b2c
ORCID for Faisal I. Rezwan: ORCID iD orcid.org/0000-0001-9921-222X
ORCID for John W. Holloway: ORCID iD orcid.org/0000-0001-9998-0464

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Date deposited: 19 Sep 2023 17:05
Last modified: 18 Mar 2024 03:24

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Contributors

Author: Latha Kadalayil
Author: Md. Zahangir Alam
Author: Cory Haley White
Author: Akram Ghantous
Author: Esther Walton
Author: Olena Gruzieva
Author: Simon Kebede Merid
Author: Ashish Kumar
Author: Ritu P. Roy
Author: Olivia Solomon
Author: Karen Huen
Author: Brenda Eskenazi
Author: Peter Rzehak
Author: Veit Grote
Author: Jean-paul Langhendries
Author: Elvira Verduci
Author: Natalia Ferre
Author: Darek Gruszfeld
Author: Lu Gao
Author: Weihua Guan
Author: Xuehuo Zeng
Author: Enrique F. Schisterman
Author: John F. Dou
Author: Kelly M. Bakulski
Author: Jason I. Feinberg
Author: Munawar Hussain Soomro
Author: Giancarlo Pesce
Author: Nour Baiz
Author: Elena Isaevska
Author: Michelle Plusquin
Author: Marina Vafeiadi
Author: Theano Roumeliotaki
Author: Sabine A.S. Langie
Author: Arnout Standaert
Author: Catherine Allard
Author: Patrice Perron
Author: Luigi Bouchard
Author: Evelien R. Van Meel
Author: Janine F. Felix
Author: Vincent W.V. Jaddoe
Author: Paul D. Yousefi
Author: Cecilia H. Ramlau-hansen
Author: Caroline L. Relton
Author: Elmar W. Tobi
Author: Anne P. Starling
Author: Ivana V. Yang
Author: Maria Llambrich
Author: Gillian Santorelli
Author: Johanna Lepeule
Author: Lucas A. Salas
Author: Mariona Bustamante
Author: Susan L. Ewart
Author: Hongmei Zhang
Author: Wilfried Karmaus
Author: Stefan Röder
Author: Ana Claudia Zenclussen
Author: Jianping Jin
Author: Wenche Nystad
Author: Christian M. Page
Author: Maria Magnus
Author: Dereje D. Jima
Author: Cathrine Hoyo
Author: Rachel L. Maguire
Author: Tuomas Kvist
Author: Darina Czamara
Author: Katri Räikkönen
Author: Tong Gong
Author: Vilhelmina Ullemar
Author: Sheryl L. Rifas-shiman
Author: Emily Oken
Author: Catarina Almqvist
Author: Robert Karlsson
Author: Jari Lahti
Author: Susan K. Murphy
Author: Siri E. Håberg
Author: Stephanie London
Author: Gunda Herberth
Author: Hasan Arshad
Author: Jordi Sunyer
Author: Regina Grazuleviciene
Author: Dana Dabelea
Author: Régine P.M. Steegers-Theunissen
Author: Ellen A. Nohr
Author: Thorkild I.A. Sørensen
Author: Liesbeth Duijts
Author: Marie-france Hivert
Author: Vera Nelen
Author: Maja Popovic
Author: Manolis Kogevinas
Author: Tim S. Nawrot
Author: Zdenko Herceg
Author: Isabella Annesi-maesano
Author: M. Daniele Fallin
Author: Edwina Yeung
Author: Carrie V. Breton
Author: Berthold Koletzko
Author: Nina Holland
Author: Joseph L. Wiemels
Author: Erik Melén
Author: Gemma C. Sharp
Author: Matt J. Silver
Author: Faisal I. Rezwan ORCID iD

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